Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 5735 |
| Missing cells | 11659 |
| Missing cells (%) | 7.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 8 |
ALQ130 is highly overall correlated with ALQ110 | High correlation |
DMDMARTL is highly overall correlated with ALQ110 | High correlation |
BPXSY1 is highly overall correlated with BPXSY2 | High correlation |
BPXDI1 is highly overall correlated with BPXDI2 | High correlation |
BPXSY2 is highly overall correlated with BPXSY1 | High correlation |
BPXDI2 is highly overall correlated with BPXDI1 | High correlation |
BMXWT is highly overall correlated with BMXBMI and 3 other fields | High correlation |
BMXHT is highly overall correlated with BMXLEG and 2 other fields | High correlation |
BMXBMI is highly overall correlated with BMXWT and 2 other fields | High correlation |
BMXLEG is highly overall correlated with BMXHT and 2 other fields | High correlation |
BMXARML is highly overall correlated with BMXWT and 3 other fields | High correlation |
BMXARMC is highly overall correlated with BMXWT and 2 other fields | High correlation |
BMXWAIST is highly overall correlated with BMXWT and 2 other fields | High correlation |
ALQ110 is highly overall correlated with ALQ130 and 2 other fields | High correlation |
SMQ020 is highly overall correlated with ALQ110 | High correlation |
RIAGENDR is highly overall correlated with BMXHT and 2 other fields | High correlation |
SMQ020 is highly imbalanced (50.4%) | Imbalance |
DMDCITZN is highly imbalanced (65.9%) | Imbalance |
HIQ210 is highly imbalanced (70.0%) | Imbalance |
ALQ101 has 527 (9.2%) missing values | Missing |
ALQ110 has 4004 (69.8%) missing values | Missing |
ALQ130 has 2356 (41.1%) missing values | Missing |
DMDEDUC2 has 261 (4.6%) missing values | Missing |
DMDMARTL has 261 (4.6%) missing values | Missing |
INDFMPIR has 601 (10.5%) missing values | Missing |
BPXSY1 has 334 (5.8%) missing values | Missing |
BPXDI1 has 334 (5.8%) missing values | Missing |
BPXSY2 has 200 (3.5%) missing values | Missing |
BPXDI2 has 200 (3.5%) missing values | Missing |
BMXWT has 69 (1.2%) missing values | Missing |
BMXHT has 62 (1.1%) missing values | Missing |
BMXBMI has 73 (1.3%) missing values | Missing |
BMXLEG has 390 (6.8%) missing values | Missing |
BMXARML has 308 (5.4%) missing values | Missing |
BMXARMC has 308 (5.4%) missing values | Missing |
BMXWAIST has 367 (6.4%) missing values | Missing |
HIQ210 has 1003 (17.5%) missing values | Missing |
ALQ130 is highly skewed (γ1 = 28.82541968) | Skewed |
SEQN has unique values | Unique |
INDFMPIR has 59 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-05 16:46:50.513464 |
|---|---|
| Analysis finished | 2023-06-05 16:49:58.132093 |
| Duration | 3 minutes and 7.62 seconds |
| Software version | ydata-profiling vv4.2.0 |
| Download configuration | config.json |
SEQN
Real number (ℝ)
| Distinct | 5735 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88678.583 |
| Minimum | 83732 |
|---|---|
| Maximum | 93702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 83732 |
|---|---|
| 5-th percentile | 84225.7 |
| Q1 | 86164 |
| median | 88668 |
| Q3 | 91178.5 |
| 95-th percentile | 93191.3 |
| Maximum | 93702 |
| Range | 9970 |
| Interquartile range (IQR) | 5014.5 |
Descriptive statistics
| Standard deviation | 2882.1392 |
|---|---|
| Coefficient of variation (CV) | 0.032500962 |
| Kurtosis | -1.2088354 |
| Mean | 88678.583 |
| Median Absolute Deviation (MAD) | 2508 |
| Skewness | 0.020082912 |
| Sum | 5.0857168 × 108 |
| Variance | 8306726.6 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 83732 | 1 | < 0.1% |
| 90319 | 1 | < 0.1% |
| 90347 | 1 | < 0.1% |
| 90346 | 1 | < 0.1% |
| 90344 | 1 | < 0.1% |
| 90341 | 1 | < 0.1% |
| 90340 | 1 | < 0.1% |
| 90338 | 1 | < 0.1% |
| 90337 | 1 | < 0.1% |
| 90335 | 1 | < 0.1% |
| Other values (5725) | 5725 |
| Value | Count | Frequency (%) |
| 83732 | 1 | |
| 83733 | 1 | |
| 83734 | 1 | |
| 83735 | 1 | |
| 83736 | 1 | |
| 83737 | 1 | |
| 83741 | 1 | |
| 83742 | 1 | |
| 83743 | 1 | |
| 83744 | 1 |
| Value | Count | Frequency (%) |
| 93702 | 1 | |
| 93700 | 1 | |
| 93697 | 1 | |
| 93696 | 1 | |
| 93695 | 1 | |
| 93691 | 1 | |
| 93690 | 1 | |
| 93689 | 1 | |
| 93685 | 1 | |
| 93684 | 1 |
ALQ101
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 527 |
| Missing (%) | 9.2% |
| Memory size | 44.9 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 9.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15624 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3477 | |
| 2.0 | 1728 | |
| 9.0 | 3 | 0.1% |
| (Missing) | 527 | 9.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3477 | |
| 2.0 | 1728 | |
| 9.0 | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 5208 | |
| 0 | 5208 | |
| 1 | 3477 | |
| 2 | 1728 | 11.1% |
| 9 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10416 | |
| Other Punctuation | 5208 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5208 | |
| 1 | 3477 | |
| 2 | 1728 | 16.6% |
| 9 | 3 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15624 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 5208 | |
| 0 | 5208 | |
| 1 | 3477 | |
| 2 | 1728 | 11.1% |
| 9 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15624 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 5208 | |
| 0 | 5208 | |
| 1 | 3477 | |
| 2 | 1728 | 11.1% |
| 9 | 3 | < 0.1% |
ALQ110
Categorical
HIGH CORRELATION MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4004 |
| Missing (%) | 69.8% |
| Memory size | 44.9 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 9.0 | 4 |
| 7.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5193 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 979 | 17.1% |
| 1.0 | 747 | 13.0% |
| 9.0 | 4 | 0.1% |
| 7.0 | 1 | < 0.1% |
| (Missing) | 4004 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 979 | |
| 1.0 | 747 | |
| 9.0 | 4 | 0.2% |
| 7.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1731 | |
| 0 | 1731 | |
| 2 | 979 | |
| 1 | 747 | |
| 9 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3462 | |
| Other Punctuation | 1731 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1731 | |
| 2 | 979 | |
| 1 | 747 | |
| 9 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1731 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5193 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1731 | |
| 0 | 1731 | |
| 2 | 979 | |
| 1 | 747 | |
| 9 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5193 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1731 | |
| 0 | 1731 | |
| 2 | 979 | |
| 1 | 747 | |
| 9 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
ALQ130
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2356 |
| Missing (%) | 41.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9115123 |
| Minimum | 1 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 34.341839 |
|---|---|
| Coefficient of variation (CV) | 8.7796833 |
| Kurtosis | 833.2248 |
| Mean | 3.9115123 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 28.82542 |
| Sum | 13217 |
| Variance | 1179.3619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 1164 | |
| 2 | 971 | |
| 3 | 482 | 8.4% |
| 4 | 248 | 4.3% |
| 6 | 174 | 3.0% |
| 5 | 149 | 2.6% |
| 8 | 47 | 0.8% |
| 10 | 40 | 0.7% |
| 12 | 39 | 0.7% |
| 7 | 27 | 0.5% |
| Other values (5) | 38 | 0.7% |
| (Missing) | 2356 |
| Value | Count | Frequency (%) |
| 1 | 1164 | |
| 2 | 971 | |
| 3 | 482 | |
| 4 | 248 | 4.3% |
| 5 | 149 | 2.6% |
| 6 | 174 | 3.0% |
| 7 | 27 | 0.5% |
| 8 | 47 | 0.8% |
| 9 | 7 | 0.1% |
| 10 | 40 | 0.7% |
| Value | Count | Frequency (%) |
| 999 | 4 | 0.1% |
| 15 | 20 | 0.3% |
| 14 | 5 | 0.1% |
| 12 | 39 | 0.7% |
| 11 | 2 | < 0.1% |
| 10 | 40 | 0.7% |
| 9 | 7 | 0.1% |
| 8 | 47 | 0.8% |
| 7 | 27 | 0.5% |
| 6 | 174 |
SMQ020
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.9 KiB |
| 2 | |
|---|---|
| 1 | |
| 9 | 8 |
| 7 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5735 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5735 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5735 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 3406 | |
| 1 | 2319 | |
| 9 | 8 | 0.1% |
| 7 | 2 | < 0.1% |
RIAGENDR
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.9 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5735 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5735 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5735 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 2976 | |
| 1 | 2759 |
RIDAGEYR
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.05231 |
| Minimum | 18 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 32 |
| median | 48 |
| Q3 | 63 |
| 95-th percentile | 80 |
| Maximum | 80 |
| Range | 62 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 18.431011 |
|---|---|
| Coefficient of variation (CV) | 0.3835614 |
| Kurtosis | -1.1339044 |
| Mean | 48.05231 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.1036458 |
| Sum | 275580 |
| Variance | 339.70218 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 343 | 6.0% |
| 18 | 133 | 2.3% |
| 19 | 128 | 2.2% |
| 60 | 119 | 2.1% |
| 61 | 112 | 2.0% |
| 51 | 109 | 1.9% |
| 36 | 108 | 1.9% |
| 26 | 108 | 1.9% |
| 54 | 108 | 1.9% |
| 31 | 105 | 1.8% |
| Other values (53) | 4362 |
| Value | Count | Frequency (%) |
| 18 | 133 | |
| 19 | 128 | |
| 20 | 79 | |
| 21 | 59 | |
| 22 | 95 | |
| 23 | 100 | |
| 24 | 88 | |
| 25 | 104 | |
| 26 | 108 | |
| 27 | 101 |
| Value | Count | Frequency (%) |
| 80 | 343 | |
| 79 | 35 | 0.6% |
| 78 | 47 | 0.8% |
| 77 | 43 | 0.7% |
| 76 | 44 | 0.8% |
| 75 | 62 | 1.1% |
| 74 | 52 | 0.9% |
| 73 | 58 | 1.0% |
| 72 | 62 | 1.1% |
| 71 | 66 | 1.2% |
RIDRETH1
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.9 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 5 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5735 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5735 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5735 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 1839 | |
| 4 | 1227 | |
| 1 | 1018 | |
| 5 | 901 | |
| 2 | 750 |
DMDCITZN
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 44.9 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 7.0 | 8 |
| 9.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 17202 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 4746 | |
| 2.0 | 975 | 17.0% |
| 7.0 | 8 | 0.1% |
| 9.0 | 5 | 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 4746 | |
| 2.0 | 975 | 17.0% |
| 7.0 | 8 | 0.1% |
| 9.0 | 5 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 5734 | |
| 0 | 5734 | |
| 1 | 4746 | |
| 2 | 975 | 5.7% |
| 7 | 8 | < 0.1% |
| 9 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11468 | |
| Other Punctuation | 5734 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5734 | |
| 1 | 4746 | |
| 2 | 975 | 8.5% |
| 7 | 8 | 0.1% |
| 9 | 5 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5734 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17202 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 5734 | |
| 0 | 5734 | |
| 1 | 4746 | |
| 2 | 975 | 5.7% |
| 7 | 8 | < 0.1% |
| 9 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17202 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 5734 | |
| 0 | 5734 | |
| 1 | 4746 | |
| 2 | 975 | 5.7% |
| 7 | 8 | < 0.1% |
| 9 | 5 | < 0.1% |
DMDEDUC2
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 261 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4417245 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4.75 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1.75 |
Descriptive statistics
| Standard deviation | 1.3096997 |
|---|---|
| Coefficient of variation (CV) | 0.3805359 |
| Kurtosis | -0.69020787 |
| Mean | 3.4417245 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.45549422 |
| Sum | 18840 |
| Variance | 1.7153134 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 4 | 1621 | |
| 5 | 1366 | |
| 3 | 1186 | |
| 1 | 655 | |
| 2 | 643 | 11.2% |
| 9 | 3 | 0.1% |
| (Missing) | 261 | 4.6% |
| Value | Count | Frequency (%) |
| 1 | 655 | |
| 2 | 643 | 11.2% |
| 3 | 1186 | |
| 4 | 1621 | |
| 5 | 1366 | |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 3 | 0.1% |
| 5 | 1366 | |
| 4 | 1621 | |
| 3 | 1186 | |
| 2 | 643 | 11.2% |
| 1 | 655 |
DMDMARTL
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 261 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.628608 |
| Minimum | 1 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 77 |
| Range | 76 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3667855 |
|---|---|
| Coefficient of variation (CV) | 0.90039502 |
| Kurtosis | 354.37032 |
| Mean | 2.628608 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.645494 |
| Sum | 14389 |
| Variance | 5.6016737 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 2780 | |
| 5 | 1004 | 17.5% |
| 3 | 579 | 10.1% |
| 6 | 527 | 9.2% |
| 2 | 396 | 6.9% |
| 4 | 186 | 3.2% |
| 77 | 2 | < 0.1% |
| (Missing) | 261 | 4.6% |
| Value | Count | Frequency (%) |
| 1 | 2780 | |
| 2 | 396 | 6.9% |
| 3 | 579 | 10.1% |
| 4 | 186 | 3.2% |
| 5 | 1004 | 17.5% |
| 6 | 527 | 9.2% |
| 77 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 77 | 2 | < 0.1% |
| 6 | 527 | 9.2% |
| 5 | 1004 | 17.5% |
| 4 | 186 | 3.2% |
| 3 | 579 | 10.1% |
| 2 | 396 | 6.9% |
| 1 | 2780 |
DMDHHSIZ
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3238012 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7246697 |
|---|---|
| Coefficient of variation (CV) | 0.51888474 |
| Kurtosis | -0.64203028 |
| Mean | 3.3238012 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.53882754 |
| Sum | 19062 |
| Variance | 2.9744857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 1546 | |
| 3 | 1037 | |
| 4 | 936 | |
| 1 | 770 | |
| 5 | 699 | |
| 6 | 379 | 6.6% |
| 7 | 368 | 6.4% |
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 1546 | |
| 3 | 1037 | |
| 4 | 936 | |
| 5 | 699 | |
| 6 | 379 | 6.6% |
| 7 | 368 | 6.4% |
| Value | Count | Frequency (%) |
| 7 | 368 | 6.4% |
| 6 | 379 | 6.6% |
| 5 | 699 | |
| 4 | 936 | |
| 3 | 1037 | |
| 2 | 1546 | |
| 1 | 770 |
WTINT2YR
Real number (ℝ)
| Distinct | 4355 |
|---|---|
| Distinct (%) | 75.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40312.412 |
| Minimum | 5330.96 |
|---|---|
| Maximum | 233755.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 5330.96 |
|---|---|
| 5-th percentile | 8937.22 |
| Q1 | 17164.085 |
| median | 24654.86 |
| Q3 | 42862.305 |
| 95-th percentile | 133378.55 |
| Maximum | 233755.84 |
| Range | 228424.88 |
| Interquartile range (IQR) | 25698.22 |
Descriptive statistics
| Standard deviation | 38768.922 |
|---|---|
| Coefficient of variation (CV) | 0.96171178 |
| Kurtosis | 2.902745 |
| Mean | 40312.412 |
| Median Absolute Deviation (MAD) | 9946.86 |
| Skewness | 1.8862699 |
| Sum | 2.3119168 × 108 |
| Variance | 1.5030293 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24494.47 | 17 | 0.3% |
| 22264.07 | 15 | 0.3% |
| 22381.03 | 14 | 0.2% |
| 14026.93 | 12 | 0.2% |
| 10454.27 | 11 | 0.2% |
| 11308.98 | 11 | 0.2% |
| 24386.55 | 10 | 0.2% |
| 8842.35 | 10 | 0.2% |
| 15893.28 | 10 | 0.2% |
| 10495.87 | 10 | 0.2% |
| Other values (4345) | 5615 |
| Value | Count | Frequency (%) |
| 5330.96 | 1 | |
| 5385.79 | 1 | |
| 5743.95 | 1 | |
| 5747.62 | 2 | |
| 5770.49 | 2 | |
| 5861.01 | 1 | |
| 5925.44 | 1 | |
| 5941.62 | 1 | |
| 5965.26 | 2 | |
| 6008.44 | 1 |
| Value | Count | Frequency (%) |
| 233755.84 | 1 | |
| 232507.96 | 1 | |
| 227372.09 | 1 | |
| 215432.12 | 1 | |
| 214141.24 | 1 | |
| 213887.19 | 1 | |
| 212380.52 | 1 | |
| 209162.64 | 1 | |
| 206028.95 | 1 | |
| 203248.02 | 1 |
SDMVPSU
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.9 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5735 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5735 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5735 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 2 | 2798 |
SDMVSTRA
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.23662 |
| Minimum | 119 |
|---|---|
| Maximum | 133 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 119 |
|---|---|
| 5-th percentile | 119 |
| Q1 | 123 |
| median | 126 |
| Q3 | 130 |
| 95-th percentile | 133 |
| Maximum | 133 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.244406 |
|---|---|
| Coefficient of variation (CV) | 0.033622622 |
| Kurtosis | -1.1982164 |
| Mean | 126.23662 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.057462975 |
| Sum | 723967 |
| Variance | 18.014983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 132 | 446 | 7.8% |
| 125 | 434 | 7.6% |
| 131 | 434 | 7.6% |
| 130 | 391 | 6.8% |
| 121 | 390 | 6.8% |
| 129 | 390 | 6.8% |
| 127 | 389 | 6.8% |
| 128 | 388 | 6.8% |
| 126 | 375 | 6.5% |
| 123 | 374 | 6.5% |
| Other values (5) | 1724 |
| Value | Count | Frequency (%) |
| 119 | 297 | |
| 120 | 344 | |
| 121 | 390 | |
| 122 | 366 | |
| 123 | 374 | |
| 124 | 366 | |
| 125 | 434 | |
| 126 | 375 | |
| 127 | 389 | |
| 128 | 388 |
| Value | Count | Frequency (%) |
| 133 | 351 | |
| 132 | 446 | |
| 131 | 434 | |
| 130 | 391 | |
| 129 | 390 | |
| 128 | 388 | |
| 127 | 389 | |
| 126 | 375 | |
| 125 | 434 | |
| 124 | 366 |
INDFMPIR
Real number (ℝ)
MISSING ZEROS
| Distinct | 440 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 601 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4032041 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 59 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.34 |
| Q1 | 1.06 |
| median | 1.98 |
| Q3 | 3.74 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2.68 |
Descriptive statistics
| Standard deviation | 1.6019954 |
|---|---|
| Coefficient of variation (CV) | 0.66660811 |
| Kurtosis | -1.1477147 |
| Mean | 2.4032041 |
| Median Absolute Deviation (MAD) | 1.11 |
| Skewness | 0.44666272 |
| Sum | 12338.05 |
| Variance | 2.5663891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 825 | 14.4% |
| 0 | 59 | 1.0% |
| 1.49 | 49 | 0.9% |
| 1.23 | 45 | 0.8% |
| 1.26 | 44 | 0.8% |
| 1.24 | 41 | 0.7% |
| 1.76 | 41 | 0.7% |
| 0.75 | 39 | 0.7% |
| 1.65 | 38 | 0.7% |
| 0.94 | 37 | 0.6% |
| Other values (430) | 3916 | |
| (Missing) | 601 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 0.01 | 4 | 0.1% |
| 0.02 | 18 | 0.3% |
| 0.03 | 6 | 0.1% |
| 0.04 | 11 | 0.2% |
| 0.05 | 4 | 0.1% |
| 0.06 | 4 | 0.1% |
| 0.07 | 5 | 0.1% |
| 0.08 | 14 | 0.2% |
| 0.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 825 | |
| 4.99 | 12 | 0.2% |
| 4.98 | 9 | 0.2% |
| 4.96 | 14 | 0.2% |
| 4.95 | 5 | 0.1% |
| 4.94 | 11 | 0.2% |
| 4.93 | 5 | 0.1% |
| 4.92 | 1 | < 0.1% |
| 4.91 | 1 | < 0.1% |
| 4.89 | 1 | < 0.1% |
BPXSY1
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 68 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 334 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.08461 |
| Minimum | 82 |
|---|---|
| Maximum | 236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 122 |
| Q3 | 134 |
| 95-th percentile | 160 |
| Maximum | 236 |
| Range | 154 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 18.480873 |
|---|---|
| Coefficient of variation (CV) | 0.14774697 |
| Kurtosis | 1.9180315 |
| Mean | 125.08461 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.0402496 |
| Sum | 675582 |
| Variance | 341.54265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 116 | 320 | 5.6% |
| 114 | 298 | 5.2% |
| 126 | 281 | 4.9% |
| 124 | 276 | 4.8% |
| 118 | 254 | 4.4% |
| 122 | 240 | 4.2% |
| 120 | 238 | 4.1% |
| 112 | 227 | 4.0% |
| 128 | 225 | 3.9% |
| 106 | 219 | 3.8% |
| Other values (58) | 2823 | |
| (Missing) | 334 | 5.8% |
| Value | Count | Frequency (%) |
| 82 | 1 | < 0.1% |
| 84 | 6 | 0.1% |
| 86 | 4 | 0.1% |
| 88 | 5 | 0.1% |
| 90 | 11 | 0.2% |
| 92 | 17 | 0.3% |
| 94 | 39 | |
| 96 | 58 | |
| 98 | 74 | |
| 100 | 91 |
| Value | Count | Frequency (%) |
| 236 | 1 | < 0.1% |
| 230 | 1 | < 0.1% |
| 218 | 2 | < 0.1% |
| 210 | 1 | < 0.1% |
| 208 | 1 | < 0.1% |
| 206 | 3 | |
| 204 | 5 | |
| 202 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 198 | 3 |
BPXDI1
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 334 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.516386 |
| Minimum | 0 |
|---|---|
| Maximum | 120 |
| Zeros | 26 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 62 |
| median | 70 |
| Q3 | 78 |
| 95-th percentile | 90 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.881575 |
|---|---|
| Coefficient of variation (CV) | 0.18530271 |
| Kurtosis | 3.7102355 |
| Mean | 69.516386 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.62010569 |
| Sum | 375458 |
| Variance | 165.93496 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 66 | 389 | 6.8% |
| 68 | 379 | 6.6% |
| 72 | 370 | 6.5% |
| 74 | 360 | 6.3% |
| 64 | 345 | 6.0% |
| 76 | 336 | 5.9% |
| 70 | 328 | 5.7% |
| 62 | 284 | 5.0% |
| 78 | 283 | 4.9% |
| 80 | 249 | 4.3% |
| Other values (40) | 2078 | |
| (Missing) | 334 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 14 | 1 | < 0.1% |
| 22 | 3 | 0.1% |
| 26 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 30 | 3 | 0.1% |
| 32 | 1 | < 0.1% |
| 34 | 3 | 0.1% |
| 36 | 4 | 0.1% |
| 38 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 120 | 2 | < 0.1% |
| 116 | 3 | 0.1% |
| 114 | 1 | < 0.1% |
| 112 | 2 | < 0.1% |
| 110 | 3 | 0.1% |
| 108 | 6 | 0.1% |
| 106 | 4 | 0.1% |
| 104 | 8 | |
| 102 | 15 | |
| 100 | 17 |
BPXSY2
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 67 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 200 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.78302 |
| Minimum | 84 |
|---|---|
| Maximum | 238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 122 |
| Q3 | 134 |
| 95-th percentile | 160 |
| Maximum | 238 |
| Range | 154 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 18.527012 |
|---|---|
| Coefficient of variation (CV) | 0.14847382 |
| Kurtosis | 1.9467381 |
| Mean | 124.78302 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.0442679 |
| Sum | 690674 |
| Variance | 343.25016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 114 | 315 | 5.5% |
| 116 | 312 | 5.4% |
| 124 | 306 | 5.3% |
| 126 | 275 | 4.8% |
| 118 | 264 | 4.6% |
| 120 | 252 | 4.4% |
| 110 | 230 | 4.0% |
| 128 | 225 | 3.9% |
| 122 | 222 | 3.9% |
| 112 | 219 | 3.8% |
| Other values (57) | 2915 |
| Value | Count | Frequency (%) |
| 84 | 2 | < 0.1% |
| 86 | 4 | 0.1% |
| 88 | 11 | 0.2% |
| 90 | 16 | 0.3% |
| 92 | 22 | 0.4% |
| 94 | 40 | 0.7% |
| 96 | 67 | |
| 98 | 68 | |
| 100 | 99 | |
| 102 | 129 |
| Value | Count | Frequency (%) |
| 238 | 1 | < 0.1% |
| 226 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 212 | 2 | < 0.1% |
| 210 | 1 | < 0.1% |
| 208 | 3 | |
| 206 | 4 | |
| 202 | 3 | |
| 200 | 1 | < 0.1% |
| 198 | 5 |
BPXDI2
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 200 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.346703 |
| Minimum | 0 |
|---|---|
| Maximum | 144 |
| Zeros | 33 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 62 |
| median | 70 |
| Q3 | 78 |
| 95-th percentile | 90 |
| Maximum | 144 |
| Range | 144 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 13.022829 |
|---|---|
| Coefficient of variation (CV) | 0.18779306 |
| Kurtosis | 4.4252108 |
| Mean | 69.346703 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.66304495 |
| Sum | 383834 |
| Variance | 169.59409 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 68 | 402 | 7.0% |
| 66 | 398 | 6.9% |
| 74 | 381 | 6.6% |
| 72 | 368 | 6.4% |
| 76 | 360 | 6.3% |
| 64 | 356 | 6.2% |
| 78 | 337 | 5.9% |
| 70 | 312 | 5.4% |
| 62 | 272 | 4.7% |
| 60 | 252 | 4.4% |
| Other values (39) | 2097 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 24 | 1 | < 0.1% |
| 30 | 3 | 0.1% |
| 32 | 3 | 0.1% |
| 34 | 5 | 0.1% |
| 36 | 3 | 0.1% |
| 38 | 8 | 0.1% |
| 40 | 14 | |
| 42 | 19 | |
| 44 | 34 |
| Value | Count | Frequency (%) |
| 144 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
| 118 | 2 | < 0.1% |
| 114 | 5 | 0.1% |
| 112 | 2 | < 0.1% |
| 110 | 1 | < 0.1% |
| 108 | 3 | 0.1% |
| 106 | 4 | 0.1% |
| 104 | 14 |
BMXWT
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 997 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 69 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.342676 |
| Minimum | 32.4 |
|---|---|
| Maximum | 198.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 32.4 |
|---|---|
| 5-th percentile | 52.1 |
| Q1 | 65.9 |
| median | 78.2 |
| Q3 | 92.7 |
| 95-th percentile | 122.575 |
| Maximum | 198.9 |
| Range | 166.5 |
| Interquartile range (IQR) | 26.8 |
Descriptive statistics
| Standard deviation | 21.764409 |
|---|---|
| Coefficient of variation (CV) | 0.26756446 |
| Kurtosis | 1.6195572 |
| Mean | 81.342676 |
| Median Absolute Deviation (MAD) | 13.3 |
| Skewness | 1.014183 |
| Sum | 460887.6 |
| Variance | 473.68951 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 81.4 | 20 | 0.3% |
| 70.6 | 20 | 0.3% |
| 81.3 | 19 | 0.3% |
| 78.2 | 19 | 0.3% |
| 69.8 | 19 | 0.3% |
| 69.1 | 19 | 0.3% |
| 73.2 | 19 | 0.3% |
| 81.8 | 18 | 0.3% |
| 67.7 | 18 | 0.3% |
| 74.7 | 18 | 0.3% |
| Other values (987) | 5477 | |
| (Missing) | 69 | 1.2% |
| Value | Count | Frequency (%) |
| 32.4 | 1 | |
| 34.8 | 1 | |
| 36 | 1 | |
| 37 | 1 | |
| 39 | 1 | |
| 39.2 | 1 | |
| 39.6 | 1 | |
| 39.7 | 1 | |
| 39.8 | 1 | |
| 39.9 | 1 |
| Value | Count | Frequency (%) |
| 198.9 | 1 | |
| 192.3 | 2 | |
| 181.5 | 1 | |
| 181 | 1 | |
| 178.9 | 1 | |
| 178.4 | 1 | |
| 178.3 | 1 | |
| 175.9 | 1 | |
| 175.7 | 1 | |
| 175.3 | 1 |
BMXHT
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 509 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 62 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.14283 |
| Minimum | 129.7 |
|---|---|
| Maximum | 202.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 129.7 |
|---|---|
| 5-th percentile | 150.06 |
| Q1 | 158.7 |
| median | 166 |
| Q3 | 173.5 |
| 95-th percentile | 182.7 |
| Maximum | 202.7 |
| Range | 73 |
| Interquartile range (IQR) | 14.8 |
Descriptive statistics
| Standard deviation | 10.079264 |
|---|---|
| Coefficient of variation (CV) | 0.060666256 |
| Kurtosis | -0.433296 |
| Mean | 166.14283 |
| Median Absolute Deviation (MAD) | 7.4 |
| Skewness | 0.082296925 |
| Sum | 942528.3 |
| Variance | 101.59156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 163.4 | 30 | 0.5% |
| 168.4 | 29 | 0.5% |
| 169.6 | 29 | 0.5% |
| 167.9 | 29 | 0.5% |
| 159.5 | 28 | 0.5% |
| 161 | 28 | 0.5% |
| 166.7 | 28 | 0.5% |
| 154.7 | 27 | 0.5% |
| 163.2 | 27 | 0.5% |
| 166.8 | 27 | 0.5% |
| Other values (499) | 5391 | |
| (Missing) | 62 | 1.1% |
| Value | Count | Frequency (%) |
| 129.7 | 1 | |
| 136.5 | 1 | |
| 137.4 | 1 | |
| 137.6 | 1 | |
| 137.9 | 1 | |
| 138.4 | 1 | |
| 139 | 2 | |
| 139.6 | 1 | |
| 139.9 | 1 | |
| 140 | 1 |
| Value | Count | Frequency (%) |
| 202.7 | 1 | |
| 201 | 1 | |
| 198.4 | 1 | |
| 195.6 | 1 | |
| 195.4 | 1 | |
| 195.1 | 1 | |
| 194.6 | 1 | |
| 194.3 | 1 | |
| 193.8 | 1 | |
| 193.7 | 1 |
BMXBMI
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 393 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 73 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.382197 |
| Minimum | 14.5 |
|---|---|
| Maximum | 67.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 14.5 |
|---|---|
| 5-th percentile | 20.2 |
| Q1 | 24.3 |
| median | 28.3 |
| Q3 | 33 |
| 95-th percentile | 42.9 |
| Maximum | 67.3 |
| Range | 52.8 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 7.095921 |
|---|---|
| Coefficient of variation (CV) | 0.2415041 |
| Kurtosis | 1.9599539 |
| Mean | 29.382197 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 1.1093945 |
| Sum | 166362 |
| Variance | 50.352094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.1 | 52 | 0.9% |
| 26.5 | 49 | 0.9% |
| 27.8 | 47 | 0.8% |
| 26.8 | 45 | 0.8% |
| 26.9 | 45 | 0.8% |
| 29.4 | 44 | 0.8% |
| 23.5 | 44 | 0.8% |
| 31.1 | 44 | 0.8% |
| 26.6 | 42 | 0.7% |
| 25.1 | 42 | 0.7% |
| Other values (383) | 5208 | |
| (Missing) | 73 | 1.3% |
| Value | Count | Frequency (%) |
| 14.5 | 2 | |
| 15.1 | 1 | < 0.1% |
| 15.5 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 16.2 | 4 | |
| 16.3 | 1 | < 0.1% |
| 16.4 | 2 | |
| 16.5 | 2 | |
| 16.6 | 4 | |
| 16.7 | 4 |
| Value | Count | Frequency (%) |
| 67.3 | 1 | |
| 64.6 | 1 | |
| 64.5 | 2 | |
| 63.9 | 1 | |
| 63.6 | 1 | |
| 62.7 | 1 | |
| 61.7 | 1 | |
| 61.1 | 1 | |
| 60.9 | 1 | |
| 60.7 | 1 |
BMXLEG
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 218 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 390 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.576782 |
| Minimum | 26 |
|---|---|
| Maximum | 51.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 36 |
| median | 38.6 |
| Q3 | 41.2 |
| 95-th percentile | 44.9 |
| Maximum | 51.5 |
| Range | 25.5 |
| Interquartile range (IQR) | 5.2 |
Descriptive statistics
| Standard deviation | 3.8730179 |
|---|---|
| Coefficient of variation (CV) | 0.10039764 |
| Kurtosis | -0.1867996 |
| Mean | 38.576782 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.026852685 |
| Sum | 206192.9 |
| Variance | 15.000267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 109 | 1.9% |
| 38 | 104 | 1.8% |
| 40 | 101 | 1.8% |
| 37 | 101 | 1.8% |
| 36 | 98 | 1.7% |
| 41 | 96 | 1.7% |
| 42 | 83 | 1.4% |
| 35 | 78 | 1.4% |
| 36.5 | 78 | 1.4% |
| 38.5 | 75 | 1.3% |
| Other values (208) | 4422 | |
| (Missing) | 390 | 6.8% |
| Value | Count | Frequency (%) |
| 26 | 2 | < 0.1% |
| 26.4 | 1 | < 0.1% |
| 27.2 | 1 | < 0.1% |
| 27.4 | 1 | < 0.1% |
| 27.6 | 1 | < 0.1% |
| 27.7 | 1 | < 0.1% |
| 28 | 5 | |
| 28.4 | 1 | < 0.1% |
| 28.5 | 5 | |
| 28.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.5 | 1 | < 0.1% |
| 51.1 | 1 | < 0.1% |
| 50.5 | 1 | < 0.1% |
| 50.1 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49.8 | 2 | |
| 49.6 | 1 | < 0.1% |
| 49.2 | 2 | |
| 49 | 2 | |
| 48.9 | 4 |
BMXARML
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 163 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 308 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.146987 |
| Minimum | 28.2 |
|---|---|
| Maximum | 47.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 28.2 |
|---|---|
| 5-th percentile | 32.6 |
| Q1 | 35.2 |
| median | 37.1 |
| Q3 | 39 |
| 95-th percentile | 41.8 |
| Maximum | 47.4 |
| Range | 19.2 |
| Interquartile range (IQR) | 3.8 |
Descriptive statistics
| Standard deviation | 2.8007838 |
|---|---|
| Coefficient of variation (CV) | 0.075397333 |
| Kurtosis | -0.24494968 |
| Mean | 37.146987 |
| Median Absolute Deviation (MAD) | 1.9 |
| Skewness | 0.066277395 |
| Sum | 201596.7 |
| Variance | 7.8443897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37 | 199 | 3.5% |
| 36 | 190 | 3.3% |
| 38 | 184 | 3.2% |
| 39 | 139 | 2.4% |
| 35 | 134 | 2.3% |
| 38.5 | 125 | 2.2% |
| 34 | 125 | 2.2% |
| 40 | 121 | 2.1% |
| 37.5 | 110 | 1.9% |
| 36.5 | 106 | 1.8% |
| Other values (153) | 3994 | |
| (Missing) | 308 | 5.4% |
| Value | Count | Frequency (%) |
| 28.2 | 1 | < 0.1% |
| 29.1 | 1 | < 0.1% |
| 29.4 | 1 | < 0.1% |
| 29.5 | 3 | |
| 29.6 | 1 | < 0.1% |
| 29.7 | 2 | |
| 30 | 4 | |
| 30.1 | 2 | |
| 30.2 | 4 | |
| 30.3 | 2 |
| Value | Count | Frequency (%) |
| 47.4 | 1 | |
| 47 | 1 | |
| 46.5 | 1 | |
| 46.3 | 1 | |
| 46.2 | 1 | |
| 46 | 2 | |
| 45.9 | 1 | |
| 45.4 | 1 | |
| 45.3 | 1 | |
| 45.2 | 2 |
BMXARMC
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 297 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 308 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.112235 |
| Minimum | 17.1 |
|---|---|
| Maximum | 58.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 17.1 |
|---|---|
| 5-th percentile | 25.1 |
| Q1 | 29.5 |
| median | 32.7 |
| Q3 | 36.2 |
| 95-th percentile | 42.57 |
| Maximum | 58.4 |
| Range | 41.3 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 5.2680275 |
|---|---|
| Coefficient of variation (CV) | 0.1590961 |
| Kurtosis | 0.44939796 |
| Mean | 33.112235 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | 0.5179575 |
| Sum | 179700.1 |
| Variance | 27.752113 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34 | 74 | 1.3% |
| 33 | 67 | 1.2% |
| 33.5 | 66 | 1.2% |
| 32.5 | 62 | 1.1% |
| 31.5 | 60 | 1.0% |
| 31.2 | 59 | 1.0% |
| 31 | 57 | 1.0% |
| 36 | 57 | 1.0% |
| 30 | 57 | 1.0% |
| 32.2 | 55 | 1.0% |
| Other values (287) | 4813 | |
| (Missing) | 308 | 5.4% |
| Value | Count | Frequency (%) |
| 17.1 | 1 | < 0.1% |
| 18.9 | 1 | < 0.1% |
| 19.7 | 1 | < 0.1% |
| 19.9 | 1 | < 0.1% |
| 20.2 | 5 | |
| 20.3 | 2 | < 0.1% |
| 21 | 3 | |
| 21.1 | 1 | < 0.1% |
| 21.4 | 2 | < 0.1% |
| 21.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.4 | 1 | |
| 55.8 | 1 | |
| 54.4 | 1 | |
| 53 | 1 | |
| 52.6 | 1 | |
| 52.5 | 2 | |
| 52.2 | 1 | |
| 52 | 1 | |
| 51.7 | 1 | |
| 51 | 1 |
BMXWAIST
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 794 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 367 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.567213 |
| Minimum | 58.7 |
|---|---|
| Maximum | 171.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.9 KiB |
Quantile statistics
| Minimum | 58.7 |
|---|---|
| 5-th percentile | 74.2 |
| Q1 | 87.6 |
| median | 98.3 |
| Q3 | 109.3 |
| 95-th percentile | 130.9 |
| Maximum | 171.6 |
| Range | 112.9 |
| Interquartile range (IQR) | 21.7 |
Descriptive statistics
| Standard deviation | 16.844109 |
|---|---|
| Coefficient of variation (CV) | 0.16917325 |
| Kurtosis | 0.45548878 |
| Mean | 99.567213 |
| Median Absolute Deviation (MAD) | 10.9 |
| Skewness | 0.58684489 |
| Sum | 534476.8 |
| Variance | 283.72399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 95 | 27 | 0.5% |
| 97 | 27 | 0.5% |
| 93.5 | 25 | 0.4% |
| 94 | 25 | 0.4% |
| 84 | 22 | 0.4% |
| 99 | 22 | 0.4% |
| 102.7 | 21 | 0.4% |
| 103.2 | 20 | 0.3% |
| 92.5 | 20 | 0.3% |
| 99.2 | 20 | 0.3% |
| Other values (784) | 5139 | |
| (Missing) | 367 | 6.4% |
| Value | Count | Frequency (%) |
| 58.7 | 1 | |
| 62.1 | 1 | |
| 63 | 1 | |
| 63.4 | 1 | |
| 64 | 2 | |
| 64.2 | 1 | |
| 64.5 | 2 | |
| 64.9 | 1 | |
| 65 | 1 | |
| 65.2 | 1 |
| Value | Count | Frequency (%) |
| 171.6 | 1 | |
| 169.6 | 2 | |
| 165 | 1 | |
| 164 | 1 | |
| 162.7 | 1 | |
| 161.5 | 1 | |
| 161.3 | 1 | |
| 160.5 | 1 | |
| 160.2 | 1 | |
| 160 | 1 |
HIQ210
Categorical
IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1003 |
| Missing (%) | 17.5% |
| Memory size | 44.9 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 9.0 | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 14196 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 4268 | |
| 1.0 | 456 | 8.0% |
| 9.0 | 8 | 0.1% |
| (Missing) | 1003 | 17.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 4268 | |
| 1.0 | 456 | 9.6% |
| 9.0 | 8 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4732 | |
| 0 | 4732 | |
| 2 | 4268 | |
| 1 | 456 | 3.2% |
| 9 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9464 | |
| Other Punctuation | 4732 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4732 | |
| 2 | 4268 | |
| 1 | 456 | 4.8% |
| 9 | 8 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4732 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14196 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4732 | |
| 0 | 4732 | |
| 2 | 4268 | |
| 1 | 456 | 3.2% |
| 9 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14196 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4732 | |
| 0 | 4732 | |
| 2 | 4268 | |
| 1 | 456 | 3.2% |
| 9 | 8 | 0.1% |
| SEQN | ALQ130 | RIDAGEYR | DMDEDUC2 | DMDMARTL | DMDHHSIZ | WTINT2YR | SDMVSTRA | INDFMPIR | BPXSY1 | BPXDI1 | BPXSY2 | BPXDI2 | BMXWT | BMXHT | BMXBMI | BMXLEG | BMXARML | BMXARMC | BMXWAIST | ALQ101 | ALQ110 | SMQ020 | RIAGENDR | RIDRETH1 | DMDCITZN | SDMVPSU | HIQ210 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SEQN | 1.000 | -0.023 | 0.002 | 0.020 | 0.001 | -0.024 | -0.001 | -0.006 | 0.009 | 0.010 | 0.017 | 0.006 | 0.019 | 0.011 | 0.009 | 0.010 | 0.017 | 0.020 | 0.015 | -0.001 | 0.019 | 0.009 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ALQ130 | -0.023 | 1.000 | -0.254 | -0.222 | 0.156 | 0.116 | 0.004 | -0.001 | -0.146 | -0.004 | 0.046 | 0.004 | 0.033 | 0.119 | 0.191 | 0.039 | 0.206 | 0.135 | 0.125 | 0.037 | 0.063 | 1.000 | 0.000 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 |
| RIDAGEYR | 0.002 | -0.254 | 1.000 | -0.130 | -0.292 | -0.392 | -0.220 | 0.026 | 0.033 | 0.482 | 0.012 | 0.459 | -0.011 | 0.019 | -0.138 | 0.102 | -0.305 | 0.027 | -0.026 | 0.260 | 0.082 | 0.083 | 0.120 | 0.031 | 0.105 | 0.107 | 0.000 | 0.112 |
| DMDEDUC2 | 0.020 | -0.222 | -0.130 | 1.000 | -0.056 | -0.149 | 0.250 | 0.003 | 0.464 | -0.147 | 0.025 | -0.133 | 0.039 | 0.022 | 0.171 | -0.080 | 0.161 | 0.079 | -0.025 | -0.083 | 0.106 | 0.416 | 0.258 | 0.064 | 0.213 | 0.190 | 0.138 | 0.035 |
| DMDMARTL | 0.001 | 0.156 | -0.292 | -0.056 | 1.000 | -0.117 | 0.041 | -0.008 | -0.212 | -0.066 | -0.031 | -0.062 | -0.031 | -0.005 | 0.026 | -0.022 | 0.120 | 0.016 | -0.003 | -0.076 | 0.000 | 1.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 |
| DMDHHSIZ | -0.024 | 0.116 | -0.392 | -0.149 | -0.117 | 1.000 | -0.080 | -0.049 | -0.152 | -0.185 | 0.018 | -0.177 | 0.026 | -0.015 | -0.054 | 0.014 | 0.015 | -0.091 | 0.041 | -0.066 | 0.076 | 0.071 | 0.079 | 0.017 | 0.141 | 0.126 | 0.040 | 0.065 |
| WTINT2YR | -0.001 | 0.004 | -0.220 | 0.250 | 0.041 | -0.080 | 1.000 | 0.045 | 0.302 | -0.168 | 0.041 | -0.150 | 0.057 | 0.108 | 0.206 | 0.003 | 0.173 | 0.117 | 0.060 | 0.015 | 0.137 | 0.000 | 0.046 | 0.123 | 0.388 | 0.127 | 0.088 | 0.030 |
| SDMVSTRA | -0.006 | -0.001 | 0.026 | 0.003 | -0.008 | -0.049 | 0.045 | 1.000 | 0.006 | 0.028 | 0.017 | 0.040 | 0.027 | 0.049 | 0.027 | 0.040 | 0.027 | 0.058 | 0.050 | 0.051 | 0.046 | 0.042 | 0.071 | 0.007 | 0.270 | 0.105 | 0.109 | 0.014 |
| INDFMPIR | 0.009 | -0.146 | 0.033 | 0.464 | -0.212 | -0.152 | 0.302 | 0.006 | 1.000 | -0.036 | 0.069 | -0.037 | 0.076 | 0.035 | 0.163 | -0.051 | 0.120 | 0.091 | -0.002 | -0.030 | 0.095 | 0.105 | 0.058 | 0.041 | 0.138 | 0.113 | 0.079 | 0.104 |
| BPXSY1 | 0.010 | -0.004 | 0.482 | -0.147 | -0.066 | -0.185 | -0.168 | 0.028 | -0.036 | 1.000 | 0.350 | 0.950 | 0.314 | 0.167 | 0.016 | 0.186 | -0.066 | 0.131 | 0.147 | 0.268 | 0.084 | 0.080 | 0.073 | 0.143 | 0.047 | 0.032 | 0.041 | 0.026 |
| BPXDI1 | 0.017 | 0.046 | 0.012 | 0.025 | -0.031 | 0.018 | 0.041 | 0.017 | 0.069 | 0.350 | 1.000 | 0.357 | 0.898 | 0.150 | 0.121 | 0.103 | 0.079 | 0.107 | 0.139 | 0.116 | 0.073 | 0.000 | 0.000 | 0.104 | 0.053 | 0.000 | 0.045 | 0.000 |
| BPXSY2 | 0.006 | 0.004 | 0.459 | -0.133 | -0.062 | -0.177 | -0.150 | 0.040 | -0.037 | 0.950 | 0.357 | 1.000 | 0.340 | 0.184 | 0.022 | 0.201 | -0.060 | 0.140 | 0.169 | 0.276 | 0.086 | 0.066 | 0.083 | 0.139 | 0.054 | 0.029 | 0.014 | 0.018 |
| BPXDI2 | 0.019 | 0.033 | -0.011 | 0.039 | -0.031 | 0.026 | 0.057 | 0.027 | 0.076 | 0.314 | 0.898 | 0.340 | 1.000 | 0.144 | 0.117 | 0.099 | 0.073 | 0.099 | 0.134 | 0.105 | 0.052 | 0.020 | 0.072 | 0.094 | 0.064 | 0.000 | 0.049 | 0.014 |
| BMXWT | 0.011 | 0.119 | 0.019 | 0.022 | -0.005 | -0.015 | 0.108 | 0.049 | 0.035 | 0.167 | 0.150 | 0.184 | 0.144 | 1.000 | 0.448 | 0.865 | 0.330 | 0.563 | 0.907 | 0.872 | 0.093 | 0.044 | 0.073 | 0.274 | 0.120 | 0.085 | 0.058 | 0.042 |
| BMXHT | 0.009 | 0.191 | -0.138 | 0.171 | 0.026 | -0.054 | 0.206 | 0.027 | 0.163 | 0.016 | 0.121 | 0.022 | 0.117 | 0.448 | 1.000 | -0.022 | 0.783 | 0.789 | 0.261 | 0.141 | 0.212 | 0.054 | 0.108 | 0.681 | 0.152 | 0.099 | 0.000 | 0.037 |
| BMXBMI | 0.010 | 0.039 | 0.102 | -0.080 | -0.022 | 0.014 | 0.003 | 0.040 | -0.051 | 0.186 | 0.103 | 0.201 | 0.099 | 0.865 | -0.022 | 1.000 | -0.048 | 0.209 | 0.874 | 0.908 | 0.000 | 0.017 | 0.000 | 0.131 | 0.121 | 0.050 | 0.084 | 0.052 |
| BMXLEG | 0.017 | 0.206 | -0.305 | 0.161 | 0.120 | 0.015 | 0.173 | 0.027 | 0.120 | -0.066 | 0.079 | -0.060 | 0.073 | 0.330 | 0.783 | -0.048 | 1.000 | 0.631 | 0.208 | 0.014 | 0.168 | 0.000 | 0.054 | 0.530 | 0.164 | 0.074 | 0.056 | 0.000 |
| BMXARML | 0.020 | 0.135 | 0.027 | 0.079 | 0.016 | -0.091 | 0.117 | 0.058 | 0.091 | 0.131 | 0.107 | 0.140 | 0.099 | 0.563 | 0.789 | 0.209 | 0.631 | 1.000 | 0.438 | 0.346 | 0.149 | 0.164 | 0.102 | 0.554 | 0.149 | 0.096 | 0.019 | 0.035 |
| BMXARMC | 0.015 | 0.125 | -0.026 | -0.025 | -0.003 | 0.041 | 0.060 | 0.050 | -0.002 | 0.147 | 0.139 | 0.169 | 0.134 | 0.907 | 0.261 | 0.874 | 0.208 | 0.438 | 1.000 | 0.798 | 0.052 | 0.039 | 0.041 | 0.212 | 0.107 | 0.058 | 0.064 | 0.035 |
| BMXWAIST | -0.001 | 0.037 | 0.260 | -0.083 | -0.076 | -0.066 | 0.015 | 0.051 | -0.030 | 0.268 | 0.116 | 0.276 | 0.105 | 0.872 | 0.141 | 0.908 | 0.014 | 0.346 | 0.798 | 1.000 | 0.000 | 0.053 | 0.076 | 0.088 | 0.120 | 0.074 | 0.061 | 0.067 |
| ALQ101 | 0.019 | 0.063 | 0.082 | 0.106 | 0.000 | 0.076 | 0.137 | 0.046 | 0.095 | 0.084 | 0.073 | 0.086 | 0.052 | 0.093 | 0.212 | 0.000 | 0.168 | 0.149 | 0.052 | 0.000 | 1.000 | 0.024 | 0.216 | 0.259 | 0.119 | 0.079 | 0.019 | 0.022 |
| ALQ110 | 0.009 | 1.000 | 0.083 | 0.416 | 1.000 | 0.071 | 0.000 | 0.042 | 0.105 | 0.080 | 0.000 | 0.066 | 0.020 | 0.044 | 0.054 | 0.017 | 0.000 | 0.164 | 0.039 | 0.053 | 0.024 | 1.000 | 0.742 | 0.000 | 0.064 | 0.090 | 0.090 | 0.000 |
| SMQ020 | 0.027 | 0.000 | 0.120 | 0.258 | 0.000 | 0.079 | 0.046 | 0.071 | 0.058 | 0.073 | 0.000 | 0.083 | 0.072 | 0.073 | 0.108 | 0.000 | 0.054 | 0.102 | 0.041 | 0.076 | 0.216 | 0.742 | 1.000 | 0.212 | 0.093 | 0.061 | 0.020 | 0.000 |
| RIAGENDR | 0.000 | 0.000 | 0.031 | 0.064 | 0.000 | 0.017 | 0.123 | 0.007 | 0.041 | 0.143 | 0.104 | 0.139 | 0.094 | 0.274 | 0.681 | 0.131 | 0.530 | 0.554 | 0.212 | 0.088 | 0.259 | 0.000 | 0.212 | 1.000 | 0.046 | 0.017 | 0.000 | 0.029 |
| RIDRETH1 | 0.000 | 0.057 | 0.105 | 0.213 | 0.011 | 0.141 | 0.388 | 0.270 | 0.138 | 0.047 | 0.053 | 0.054 | 0.064 | 0.120 | 0.152 | 0.121 | 0.164 | 0.149 | 0.107 | 0.120 | 0.119 | 0.064 | 0.093 | 0.046 | 1.000 | 0.242 | 0.262 | 0.063 |
| DMDCITZN | 0.000 | 0.000 | 0.107 | 0.190 | 0.000 | 0.126 | 0.127 | 0.105 | 0.113 | 0.032 | 0.000 | 0.029 | 0.000 | 0.085 | 0.099 | 0.050 | 0.074 | 0.096 | 0.058 | 0.074 | 0.079 | 0.090 | 0.061 | 0.017 | 0.242 | 1.000 | 0.062 | 0.058 |
| SDMVPSU | 0.000 | 0.000 | 0.000 | 0.138 | 0.000 | 0.040 | 0.088 | 0.109 | 0.079 | 0.041 | 0.045 | 0.014 | 0.049 | 0.058 | 0.000 | 0.084 | 0.056 | 0.019 | 0.064 | 0.061 | 0.019 | 0.090 | 0.020 | 0.000 | 0.262 | 0.062 | 1.000 | 0.047 |
| HIQ210 | 0.000 | 0.000 | 0.112 | 0.035 | 0.000 | 0.065 | 0.030 | 0.014 | 0.104 | 0.026 | 0.000 | 0.018 | 0.014 | 0.042 | 0.037 | 0.052 | 0.000 | 0.035 | 0.035 | 0.067 | 0.022 | 0.000 | 0.000 | 0.029 | 0.063 | 0.058 | 0.047 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| SEQN | ALQ101 | ALQ110 | ALQ130 | SMQ020 | RIAGENDR | RIDAGEYR | RIDRETH1 | DMDCITZN | DMDEDUC2 | DMDMARTL | DMDHHSIZ | WTINT2YR | SDMVPSU | SDMVSTRA | INDFMPIR | BPXSY1 | BPXDI1 | BPXSY2 | BPXDI2 | BMXWT | BMXHT | BMXBMI | BMXLEG | BMXARML | BMXARMC | BMXWAIST | HIQ210 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 83732 | 1.0 | NaN | 1.0 | 1 | 1 | 62 | 3 | 1.0 | 5.0 | 1.0 | 2 | 134671.37 | 1 | 125 | 4.39 | 128.0 | 70.0 | 124.0 | 64.0 | 94.8 | 184.5 | 27.8 | 43.3 | 43.6 | 35.9 | 101.1 | 2.0 |
| 1 | 83733 | 1.0 | NaN | 6.0 | 1 | 1 | 53 | 3 | 2.0 | 3.0 | 3.0 | 1 | 24328.56 | 1 | 125 | 1.32 | 146.0 | 88.0 | 140.0 | 88.0 | 90.4 | 171.4 | 30.8 | 38.0 | 40.0 | 33.2 | 107.9 | NaN |
| 2 | 83734 | 1.0 | NaN | NaN | 1 | 1 | 78 | 3 | 1.0 | 3.0 | 1.0 | 2 | 12400.01 | 1 | 131 | 1.51 | 138.0 | 46.0 | 132.0 | 44.0 | 83.4 | 170.1 | 28.8 | 35.6 | 37.0 | 31.0 | 116.5 | 2.0 |
| 3 | 83735 | 2.0 | 1.0 | 1.0 | 2 | 2 | 56 | 3 | 1.0 | 5.0 | 6.0 | 1 | 102718.00 | 1 | 131 | 5.00 | 132.0 | 72.0 | 134.0 | 68.0 | 109.8 | 160.9 | 42.4 | 38.5 | 37.7 | 38.3 | 110.1 | 2.0 |
| 4 | 83736 | 2.0 | 1.0 | 1.0 | 2 | 2 | 42 | 4 | 1.0 | 4.0 | 3.0 | 5 | 17627.67 | 2 | 126 | 1.23 | 100.0 | 70.0 | 114.0 | 54.0 | 55.2 | 164.9 | 20.3 | 37.4 | 36.0 | 27.2 | 80.4 | 2.0 |
| 5 | 83737 | 2.0 | 2.0 | NaN | 2 | 2 | 72 | 1 | 2.0 | 2.0 | 4.0 | 5 | 11252.31 | 1 | 128 | 2.82 | 116.0 | 58.0 | 122.0 | 58.0 | 64.4 | 150.0 | 28.6 | 34.4 | 33.5 | 31.4 | 92.9 | NaN |
| 6 | 83741 | 1.0 | NaN | 8.0 | 1 | 1 | 22 | 4 | 1.0 | 4.0 | 5.0 | 3 | 37043.09 | 2 | 128 | 2.08 | 110.0 | 70.0 | 112.0 | 74.0 | 76.6 | 165.4 | 28.0 | 38.8 | 38.0 | 34.0 | 86.6 | NaN |
| 7 | 83742 | 1.0 | NaN | 1.0 | 2 | 2 | 32 | 1 | 2.0 | 4.0 | 1.0 | 4 | 22744.36 | 1 | 125 | 1.03 | 120.0 | 70.0 | 114.0 | 70.0 | 64.5 | 151.3 | 28.2 | 34.1 | 33.1 | 31.5 | 93.3 | 2.0 |
| 8 | 83743 | NaN | NaN | NaN | 2 | 1 | 18 | 5 | 1.0 | NaN | NaN | 3 | 18526.16 | 2 | 122 | 5.00 | NaN | NaN | NaN | NaN | 72.4 | 166.1 | 26.2 | NaN | NaN | NaN | NaN | 2.0 |
| 9 | 83744 | 1.0 | NaN | NaN | 2 | 1 | 56 | 4 | 1.0 | 3.0 | 3.0 | 1 | 20395.54 | 2 | 126 | 1.19 | 178.0 | 116.0 | 180.0 | 114.0 | 108.3 | 179.4 | 33.6 | 46.0 | 44.1 | 38.5 | 116.0 | 2.0 |
| SEQN | ALQ101 | ALQ110 | ALQ130 | SMQ020 | RIAGENDR | RIDAGEYR | RIDRETH1 | DMDCITZN | DMDEDUC2 | DMDMARTL | DMDHHSIZ | WTINT2YR | SDMVPSU | SDMVSTRA | INDFMPIR | BPXSY1 | BPXDI1 | BPXSY2 | BPXDI2 | BMXWT | BMXHT | BMXBMI | BMXLEG | BMXARML | BMXARMC | BMXWAIST | HIQ210 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5725 | 93684 | 2.0 | 2.0 | NaN | 2 | 1 | 34 | 4 | 1.0 | 5.0 | 1.0 | 5 | 29880.64 | 2 | 131 | 2.81 | 110.0 | 72.0 | 112.0 | 72.0 | 101.2 | 180.9 | 30.9 | 43.7 | 43.0 | 41.3 | 99.0 | 2.0 |
| 5726 | 93685 | 1.0 | NaN | 2.0 | 1 | 1 | 53 | 1 | 2.0 | 2.0 | 1.0 | 5 | 22441.86 | 1 | 126 | 0.49 | 132.0 | 54.0 | 128.0 | 56.0 | 78.7 | 156.9 | 32.0 | 31.5 | 38.0 | 33.7 | 107.5 | 2.0 |
| 5727 | 93689 | 2.0 | 1.0 | NaN | 2 | 2 | 69 | 1 | 1.0 | 1.0 | 1.0 | 1 | 9611.19 | 2 | 127 | 0.97 | 164.0 | 62.0 | 166.0 | 64.0 | 64.8 | 151.9 | 28.1 | 32.2 | 32.6 | 28.7 | 101.1 | 2.0 |
| 5728 | 93690 | 1.0 | NaN | 3.0 | 2 | 1 | 32 | 2 | 1.0 | 2.0 | 1.0 | 4 | 43971.60 | 2 | 127 | 5.00 | 112.0 | 60.0 | 118.0 | 58.0 | 89.5 | 164.9 | 32.9 | 40.0 | 38.0 | 39.0 | 101.0 | 2.0 |
| 5729 | 93691 | 2.0 | 2.0 | NaN | 2 | 1 | 25 | 5 | 2.0 | 5.0 | 5.0 | 7 | 13525.39 | 2 | 133 | 1.59 | 112.0 | 80.0 | 112.0 | 76.0 | 39.2 | 136.5 | 21.0 | 33.6 | 29.7 | 23.8 | 75.4 | 2.0 |
| 5730 | 93695 | 2.0 | 2.0 | NaN | 1 | 2 | 76 | 3 | 1.0 | 3.0 | 2.0 | 1 | 58614.08 | 2 | 130 | 1.43 | 112.0 | 48.0 | 112.0 | 46.0 | 59.1 | 165.8 | 21.5 | 38.2 | 37.0 | 29.5 | 95.0 | 2.0 |
| 5731 | 93696 | 2.0 | 2.0 | NaN | 2 | 1 | 26 | 3 | 1.0 | 5.0 | 1.0 | 3 | 122920.60 | 1 | 121 | 2.99 | 118.0 | 68.0 | 116.0 | 76.0 | 112.1 | 182.2 | 33.8 | 43.4 | 41.8 | 42.3 | 110.2 | 2.0 |
| 5732 | 93697 | 1.0 | NaN | 1.0 | 1 | 2 | 80 | 3 | 1.0 | 4.0 | 2.0 | 1 | 49050.06 | 2 | 132 | 2.97 | 154.0 | 56.0 | 146.0 | 58.0 | 71.7 | 152.2 | 31.0 | 31.3 | 37.5 | 28.8 | NaN | 2.0 |
| 5733 | 93700 | NaN | NaN | NaN | 1 | 1 | 35 | 3 | 2.0 | 1.0 | 1.0 | 5 | 42314.29 | 1 | 126 | 0.00 | 104.0 | 62.0 | 106.0 | 66.0 | 78.2 | 173.3 | 26.0 | 40.3 | 37.5 | 30.6 | 98.9 | 2.0 |
| 5734 | 93702 | 1.0 | NaN | 2.0 | 2 | 2 | 24 | 3 | 1.0 | 5.0 | 5.0 | 3 | 107361.91 | 2 | 119 | 3.54 | 118.0 | 66.0 | 114.0 | 68.0 | 58.3 | 165.0 | 21.4 | 38.2 | 33.5 | 26.2 | 72.5 | 2.0 |